Cover Image

A Billion-scale Foundation Model for Remote Sensing Images

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cha, Keumgang, Seo, Junghoon, Lee, Taekyung
Format:	Preprint
Published:	2023
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

On Pitfalls of $\textit{RemOve-And-Retrain}$: Data Processing Inequality Perspective
by: Song, Junhwa, et al.
Published: (2023)

Pushing the Limits of Vision-Language Models in Remote Sensing without Human Annotations
by: Cha, Keumgang, et al.
Published: (2024)

SatVision-TOA: A Geospatial Foundation Model for Coarse-Resolution All-Sky Remote Sensing Imagery
by: Spradlin, Caleb S., et al.
Published: (2024)

StyleLipSync: Style-based Personalized Lip-sync Video Generation
by: Ki, Taekyung, et al.
Published: (2023)

Solid Waste Detection, Monitoring and Mapping in Remote Sensing Images: A Survey
by: Fraternali, Piero, et al.
Published: (2024)

Bridging Remote Sensors with Multisensor Geospatial Foundation Models
by: Han, Boran, et al.
Published: (2024)

Aligning Text to Image in Diffusion Models is Easier Than You Think
by: Lee, Jaa-Yeon, et al.
Published: (2025)

Unsupervised Few-Shot Continual Learning for Remote Sensing Image Scene Classification
by: Ma'sum, Muhammad Anwar, et al.
Published: (2024)

Seg-LSTM: Performance of xLSTM for Semantic Segmentation of Remotely Sensed Images
by: Zhu, Qinfeng, et al.
Published: (2024)

From Pixels to Prose: Advancing Multi-Modal Language Models for Remote Sensing
by: Sun, Xintian, et al.
Published: (2024)

Mask Approximation Net: A Novel Diffusion Model Approach for Remote Sensing Change Captioning
by: Sun, Dongwei, et al.
Published: (2024)

LHRS-Bot: Empowering Remote Sensing with VGI-Enhanced Large Multimodal Language Model
by: Muhtar, Dilxat, et al.
Published: (2024)

Efficient Few-Shot Learning in Remote Sensing: Fusing Vision and Vision-Language Models
by: Chua, Jia Yun, et al.
Published: (2025)

A Recipe for Improving Remote Sensing VLM Zero Shot Generalization
by: Barzilai, Aviad, et al.
Published: (2025)

ZAYAN: Disentangled Contrastive Transformer for Tabular Remote Sensing Data
by: Habib, Al Zadid Sultan Bin, et al.
Published: (2026)

In the Search for Optimal Multi-view Learning Models for Crop Classification with Global Remote Sensing Data
by: Mena, Francisco, et al.
Published: (2024)

Wavelet Latent Diffusion (Wala): Billion-Parameter 3D Generative Model with Compact Wavelet Encodings
by: Sanghi, Aditya, et al.
Published: (2024)

ChangeAnywhere: Sample Generation for Remote Sensing Change Detection via Semantic Latent Diffusion Model
by: Tang, Kai, et al.
Published: (2024)

Hyperspherical Autoencoder for High-Fidelity Image Reconstruction and Generation
by: Chang, Hun, et al.
Published: (2026)

Rethinking Electro-Optical Vision Foundation Models for Remote Sensing Retrieval: A Controlled Comparison with Generalist VFM
by: Park, Hyobin, et al.
Published: (2026)

A Foundation Model for General Moving Object Segmentation in Medical Images
by: Yan, Zhongnuo, et al.
Published: (2023)

Common Practices and Taxonomy in Deep Multi-view Fusion for Remote Sensing Applications
by: Mena, Francisco, et al.
Published: (2022)

Probabilistic Wildfire Susceptibility from Remote Sensing Using Random Forests and SHAP
by: Cheerala, Udaya Bhasker, et al.
Published: (2025)

Kandinsky 5.0: A Family of Foundation Models for Image and Video Generation
by: Arkhipkin, Vladimir, et al.
Published: (2025)

Fair Foundation Models for Medical Image Analysis: Challenges and Perspectives
by: Queiroz, Dilermando, et al.
Published: (2025)

ViTok-v2: Scaling Native Resolution Auto-Encoders to 5 Billion Parameters
by: Hansen-Estruch, Philippe, et al.
Published: (2026)

Beyond Visual Fidelity: Benchmarking Super-Resolution Models for Large-Scale Remote Sensing Imagery via Downstream Task Integration
by: Li, Zhili, et al.
Published: (2026)

PyroFocus: A Deep Learning Approach to Real-Time Wildfire Detection in Multispectral Remote Sensing Imagery
by: Moussa, Mark, et al.
Published: (2025)

DarkVesselNet: Multi-Modal Remote Sensing and Trajectory Reasoning for Dark Vessel Detection
by: Sharma, Arun
Published: (2026)

Evaluation and Analysis of Deep Neural Transformers and Convolutional Neural Networks on Modern Remote Sensing Datasets
by: Hurt, J. Alex, et al.
Published: (2025)

Accessing Vision Foundation Models via ImageNet-1K
by: Zhang, Yitian, et al.
Published: (2024)

Skrr: Skip and Re-use Text Encoder Layers for Memory Efficient Text-to-Image Generation
by: Seo, Hoigi, et al.
Published: (2025)

EXAONE Path 2.0: Pathology Foundation Model with End-to-End Supervision
by: Pyeon, Myeongjang, et al.
Published: (2025)

Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction
by: Mena, Francisco, et al.
Published: (2024)

Subimage Overlap Prediction: Task-Aligned Self-Supervised Pretraining For Semantic Segmentation In Remote Sensing Imagery
by: Sharma, Lakshay, et al.
Published: (2026)

EXAONEPath 1.0 Patch-level Foundation Model for Pathology
by: Yun, Juseung, et al.
Published: (2024)

Align Your Tangent: Training Better Consistency Models via Manifold-Aligned Tangents
by: Kim, Beomsu, et al.
Published: (2025)

Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models
by: Lai, Zhengfeng, et al.
Published: (2024)

MINR: Implicit Neural Representations with Masked Image Modelling
by: Lee, Sua, et al.
Published: (2025)

Cross-Domain Few-Shot Learning for Hyperspectral Image Classification Based on Mixup Foundation Model
by: Paeedeh, Naeem, et al.
Published: (2026)